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Engineering Insights

Practical articles on Java, microservices, system design, AI engineering, and the future of software development. No fluff — only production-tested insights.

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Distributed Tracing: From Theory to Production with Jaeger
System Designdistributed-tracingjaeger

Distributed Tracing: From Theory to Production with Jaeger

Discover how distributed tracing with Jaeger can transform your microservices architecture from a black box into a transparent, observable system. Learn practical insights, real-world use cases, and best practices for implementing Jaeger in production environments.

18 May 202612 min read
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Long Polling vs WebSockets vs SSE: Real-Time Data Trade-offs
System Designreal-timesystem-design

Long Polling vs WebSockets vs SSE: Real-Time Data Trade-offs

Explore the trade-offs between Long Polling, WebSockets, and Server-Sent Events for real-time data delivery. Understand their use cases, pros, cons, and best practices to make informed decisions in modern system design.

18 May 202612 min read
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Designing a Ride-Sharing System: Real-Time Matching at Scale
System Designsystem-designmicroservices

Designing a Ride-Sharing System: Real-Time Matching at Scale

Explore the intricacies of designing a scalable ride-sharing system with real-time matching. Learn about architecture patterns, common pitfalls, and best practices to build robust systems that meet the demands of modern transportation networks.

18 May 202615 min read
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Message Queue Patterns: When to Use Dead Letter Queues
System Designjavamicroservices

Message Queue Patterns: When to Use Dead Letter Queues

Dead Letter Queues (DLQs) are crucial in modern distributed systems for handling message processing failures. This post explores when and how to use DLQs effectively, with real-world examples, best practices, and insights into their impact on system design.

18 May 202612 min read
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Designing an Authentication System: Sessions vs JWTs vs OAuth
System Designauthenticationsystem-design

Designing an Authentication System: Sessions vs JWTs vs OAuth

In the evolving landscape of software development, choosing the right authentication system is crucial. This post delves into the intricacies of Sessions, JWTs, and OAuth, offering insights, real-world use cases, and best practices for 2025 and beyond.

17 May 202612 min read
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Blue-Green vs Canary Deployments: Choosing the Right Strategy for Modern Systems
System Designsystem-designmicroservices

Blue-Green vs Canary Deployments: Choosing the Right Strategy for Modern Systems

In the evolving landscape of software deployment, choosing between Blue-Green and Canary deployments is crucial for system reliability and user experience. This post explores these strategies, their real-world applications, and how to select the best fit for your architecture.

17 May 202610 min read
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Fanout on Write vs Fanout on Read: Social Feed Design in Modern Systems
System Designsystem-designmicroservices

Fanout on Write vs Fanout on Read: Social Feed Design in Modern Systems

Explore the intricacies of social feed design with a focus on fanout on write versus fanout on read. Understand the trade-offs, real-world applications, and best practices for building scalable systems in 2025 and beyond.

17 May 202612 min read
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The Strangler Fig Pattern for Legacy System Migration: A Modern Approach
System Designjavamicroservices

The Strangler Fig Pattern for Legacy System Migration: A Modern Approach

Discover how the Strangler Fig Pattern offers a strategic approach to legacy system migration, enabling seamless transitions to modern architectures. Learn about its relevance in 2025, real-world applications, and best practices for successful implementation.

17 May 202612 min read
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Designing a Payment Processing System: Reliability First
System Designpayment-processingsystem-design

Designing a Payment Processing System: Reliability First

In the fast-paced world of digital transactions, designing a reliable payment processing system is crucial. This blog explores the intricacies of building such systems, focusing on reliability, real-world architecture patterns, and best practices for 2025 and beyond.

17 May 202612 min read
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System Design in the Age of AI: What Changes When the AI Writes the Code?
System Designaisystem-design

System Design in the Age of AI: What Changes When the AI Writes the Code?

As AI takes on a more significant role in software development, system design is evolving. This post explores how AI-generated code impacts architecture, scalability, and the role of engineers in 2025 and beyond.

27 April 202610 min read
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